Elena' s AI Blog
  Browse by topic  · Browse by tag

All posts
AI Core▶
AI 166 Generative AI 36 Large Language Models 69 ChatGPT 1 Agentic AI 25 AI Development 28 AI Safety 18 AI Law 20 Ethics 11 Edge AI 1 Weekly AI Signals 64 Robots 2 AI Apps 41
Machine Learning▶
Machine Learning 16 Deep Learning 9 TensorFlow 14 CNN 2 Transfer Learning 1 Mixed Precision 1 Preprocessing 6 Classification 4 Regression 2 Recommender Systems 1 Kaggle 9 Data 2 NLP 8 Fine Tuning 2 Research 8
Developer Tools▶
Git 30 GitHub 13 CLI 9 Conda 2 Setup 15 Automation 17 Operating System 3 Mac 6 Docker 11 Performance 2
Content and Site▶
Blogging 30 SEO 9
Python Series
Personal and Academic▶
Life 40 History 2 PhD 2 Study 4
Other Tags▶
Security 10 MCP 5 Open-Source 3 Troubleshooting 3 security 3 Beginners 2 Email 1 Flask 1 OOP 1 claude-code 1

Understanding Neural Network Architecture: From Basics to Residual Connections


Elena Daehnhardt ·

Before diving into cutting-edge architectural innovations, understand the foundations: how neural networks are structured, why depth creates problems, and how residual connections solved them. Read more...

TensorFlow: Convolutional Neural Networks for Image Classification


Elena Daehnhardt ·

In this post, I have demonstrated CNN usage for birds recognition using TensorFlow and Kaggle 400 birds species dataset. We observed how the model works with the original and augmented images. Read more...

Copyright © Elena Daehnhardt
Privacy and Terms